docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Diabetic peripheral neuropathy | E11.42 | Type 2 diabetes mellitus with diabetic polyneuropathy | Type 2 diabetes mellitus with diabetic polyneuropathy |
diabetic polyneuropathy | E11.42 | Type 2 diabetes mellitus with diabetic polyneuropathy | Type 2 diabetes mellitus with diabetic polyneuropathy |
diabetic related complications | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic with gastroparesis | E11.43 | Type 2 diabetes w diabetic autonomic (poly)neuropathy | Type 2 diabetes mellitus with diabetic autonomic (poly)neuropathy |
dialysis dependent ESRD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
Dialysis fistula stenosis | T82.858A | Stenosis of other vascular prosth dev/grft, init | Stenosis of other vascular prosthetic devices, implants and grafts, initial encounter |
dialysis for correcting the acidosis | E87.2 | Acidosis | Acidosis |
dialysis patient had his dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
dialysis this afternoon feeling nauseous | R11.0 | Nausea | Nausea |
Dialysis was held yesterday as she was hypotensive | I95.9 | Hypotension, unspecified | Hypotension, unspecified |
diaphoresis with nausea | R61 | Generalized hyperhidrosis | Generalized hyperhidrosis |
diarrhea | P78.3 | Noninfective neonatal diarrhea | Noninfective neonatal diarrhea |
diarrhea after chemo | T45.1X5A | Adverse effect of antineoplastic and immunosup drugs, init | Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter |
diarrhea and abdominal | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea continue will heck stool for c diff | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea from the enteritis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea had stopped vomiting | R11.10 | Vomiting, unspecified | Vomiting, unspecified |
diarrhea has improved and the abdominal | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea including C. difficile colitis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea of chronic | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea secondary to Clostridium difficile | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea since last night, multiple | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea with fever | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea, most likely due to colitis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, ] constipation | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, anxiety | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, gastroenteritis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, hypokalemia | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea, likely secondary to the gastroenteritis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, rash. | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, renal | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, so stool for C. diff PCR is also done. | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrhea, worsening of her cellulitis | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
Diarrhea: likely viral | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diarrheal | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
diastolic congestive heart failure, leg | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
diastolic congestive heart failure, prostate | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
diastolic dysfunction Acute Kidney injury | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
diastolic heart failure, chronic | I50.32 | Chronic diastolic (congestive) heart failure | Chronic diastolic (congestive) heart failure |
diastolic murmur | R01.1 | Cardiac murmur, unspecified | Cardiac murmur, unspecified |
DIC urinary tract infection | D65 | Disseminated intravascular coagulation | Disseminated intravascular coagulation [defibrination syndrome] |
difficulty walking at home today due to pain | R26.2 | Difficulty in walking, not elsewhere classified | Difficulty in walking, not elsewhere classified |
digit gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
digoxin | T46.0X2A | Poisn by cardi-stim glycos/drug simlar act, self-harm, init | Poisoning by cardiac-stimulant glycosides and drugs of similar action, intentional self-harm, initial encounter |
dilated cardiomyopathy due to chemotherapy | T45.1X5A | Adverse effect of antineoplastic and immunosup drugs, init | Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter |
dilated cardiomyopathy hypertension | I42.0 | Dilated cardiomyopathy | Dilated cardiomyopathy |
dilated cardiomyopathy, grade 2 diastolic | I42.0 | Dilated cardiomyopathy | Dilated cardiomyopathy |
dilated common bile duct | K83.8 | Other specified diseases of biliary tract | Other specified diseases of biliary tract |
dilated ventricle | I51.7 | Cardiomegaly | Cardiomegaly |
diplopia | H53.2 | Diplopia | Diplopia |
disc herniation at T12 | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
disc protrusion posteriorly at L4-5 and L5-S1 | M51.27 | Other intervertebral disc displacement, lumbosacral region | Other intervertebral disc displacement, lumbosacral region |
disc protrusion with annular fissure at T1 | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
disk disease requiring anterior | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
dislocation | S43.206A | Unsp dislocation of unsp sternoclavicular joint, init encntr | Unspecified dislocation of unspecified sternoclavicular joint, initial encounter |
dislocation | S63.256A | Unspecified dislocation of right little finger, init encntr | Unspecified dislocation of right little finger, initial encounter |
dislocation | S73.006A | Unspecified dislocation of unspecified hip, init encntr | Unspecified dislocation of unspecified hip, initial encounter |
dislocation in left knee | S83.005A | Unspecified dislocation of left patella, initial encounter | Unspecified dislocation of left patella, initial encounter |
dislocation in the foot | S93.306A | Unspecified dislocation of unspecified foot, init encntr | Unspecified dislocation of unspecified foot, initial encounter |
dislocation is identified in the left foot | S93.305A | Unspecified dislocation of left foot, initial encounter | Unspecified dislocation of left foot, initial encounter |
dislocation noted in the right middle finger | S63.252A | Unspecified dislocation of right middle finger, init encntr | Unspecified dislocation of right middle finger, initial encounter |
dislocation of the foot | S93.306A | Unspecified dislocation of unspecified foot, init encntr | Unspecified dislocation of unspecified foot, initial encounter |
dislocation of the left foot | S93.305A | Unspecified dislocation of left foot, initial encounter | Unspecified dislocation of left foot, initial encounter |
Dislocation right hip | S73.004A | Unspecified dislocation of right hip, initial encounter | Unspecified dislocation of right hip, initial encounter |
dislodged gastrostomy tube to the subcutaneous space | K94.23 | Gastrostomy malfunction | Gastrostomy malfunction |
dislodged gastrostomy tube with necrotizing | K94.23 | Gastrostomy malfunction | Gastrostomy malfunction |
Disorder of prostate | N42.9 | Disorder of prostate, unspecified | Disorder of prostate, unspecified |
Disorder of thyroid gland | E07.9 | Disorder of thyroid, unspecified | Disorder of thyroid, unspecified |
Displaced fracture, right index finger proximal phalanx | S62.619A | Disp fx of proximal phalanx of unsp finger, init for clos fx | Displaced fracture of proximal phalanx of unspecified finger, initial encounter for closed fracture |
displaced intertrochanteric fracture of the left femur | S72.142A | Displaced intertrochanteric fracture of left femur, init | Displaced intertrochanteric fracture of left femur, initial encounter for closed fracture |
displaced intertrochanteric fracture of the left femur | S72.142A | Displaced intertrochanteric fracture of left femur, init | Displaced intertrochanteric fracture of left femur, initial encounter for closed fracture |
Dissociative Fugue | F44.1 | Dissociative fugue | Dissociative fugue |
distal below-knee amputation | Z89.519 | Acquired absence of unspecified leg below knee | Acquired absence of unspecified leg below knee |
distal choledocholithiasis | K80.50 | Calculus of bile duct w/o cholangitis or cholecyst w/o obst | Calculus of bile duct without cholangitis or cholecystitis without obstruction |
Distal esophageal nonbleeding varices | I85.00 | Esophageal varices without bleeding | Esophageal varices without bleeding |
distal LCX thrombus | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
distal obstipation of the small intestine | K59.00 | Constipation, unspecified | Constipation, unspecified |
distal pericolonic stranding hyperemia | R68.89 | Other general symptoms and signs | Other general symptoms and signs |
distension, imaging showed dilated cecum | K63.89 | Other specified diseases of intestine | Other specified diseases of intestine |
Disuse myopathy | G72.89 | Other specified myopathies | Other specified myopathies |
Diverticula are identified in the colon | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticula in the remainder of the colon | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticular disease | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulitis With the complication | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
diverticulitis (SCAD | E71.312 | Short chain acyl CoA dehydrogenase deficiency | Short chain acyl CoA dehydrogenase deficiency |
Diverticulitis affecting the distal descending colon | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis alcohol | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis BIB EMS for lower abdominal pain | R10.30 | Lower abdominal pain, unspecified | Lower abdominal pain, unspecified |
diverticulitis BIB EMS from home for chest | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
diverticulitis of the descending colon | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis who was admitted for a near syncopal episode | R55 | Syncope and collapse | Syncope and collapse |
diverticulitis with a 2 cm perisigmoidal abscess | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulitis with perforation | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis with rectal bleeding | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulitis, osteoporosis | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
diverticulitis, sepsis BIB | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulosis | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
Diverticulosis Asthma | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
diverticulosis, external | K57.90 | Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding |
dizziness with nausea | R42 | Dizziness and giddiness | Dizziness and giddiness |
Subsets and Splits
Stratified Sample of 3500
Provides a stratified random sample of approximately 3500 rows, ensuring representation from all dxcode classes, which is useful for balanced data analysis and model training.
Random Validation & Test Samples
Randomly selects 750 samples from both validation and test datasets, labeling them accordingly, which provides basic data exploration but limited analytical value.
Random Sampled Dataset Split
Randomly selects a subset of records from train, validation, and test datasets, which provides basic sampling but limited analytical value.